Project Owner

Land Transport Authority of Singapore




Jan 2018 to Apr 2019

Singapore: Technology trial for real-time traffic simulation and prediction




The purpose of the technology trial was to evaluate whether the latest traffic simulation-based solutions and prediction capabilities of Aimsun Live, can assist Land Transport Authority of Singapore (LTA) to manage traffic condition better, faster and more effective, and support decision making related to current and future traffic challenges in the following ways:


  • Predict near future traffic conditions, simulate the impact of different traffic response plans to recommend the best plan for implementation.
  • Integrate the different levels of simulation models in Aimsun Next into a same platform for coherent usages from different user groups within LTA.
  • Self-calibration of traffic models based on the traffic data to ensure the quality of traffic simulation regularly.
  • Support historical event evaluation and study of the impact of future mode of transportation.

Project Location

An area covering the central districts of Singapore was chosen for the technology trial, which comprises two major expressways and 100 signalised junctions, supporting a residential population of 200,000 over 18.2 km2.

Aimsun Solution

Aimsun Live is a vehicle-based simulation decision support system, complemented with predictive analytics system, for real-time traffic forecasting and management.


The Aimsun team first developed a baseline model of the selected area in an “offline” environment, drawing initial network parameters, traffic signal plans, public transport information and traffic demand matrices from LTA’s existing asset management systems and strategic planning models. Detailed calibration and validation were carried out at mesoscopic level, as well as at microscopic level, where necessary, before connecting to Aimsun Live, using historical traffic data to create a pseudo realtime environment for “live” traffic simulation and prediction.


To assess the full capabilities of Aimsun Live as a decision support tool, the Aimsun team worked very closely with different user groups in LTA to define a range of events/ incidents and their respective actual and possible alternative traffic management response plans, to understand the model’s response to different situations in real-time.


This is also the first trial to link Aimsun Live to SCATSim in Singapore to emulate the actual adaptive traffic signal control of the SCATS system, for a more accurate representation of the real-time traffic signal operations.

Benefit to Customer

LTA is able to have a deep understanding on the benefit of a proactive traffic management tool that Aimsun Live can offer. It provides a platform where LTA is able to continuously monitor the road network performance based on a rich and ever-expanding real-time data network, coupled with fast simulation time for short-term forecasting of the impact caused by any sudden events / incidents, to determine the best traffic management strategy with confidence in no time.


It also offers a common and integrated traffic simulation platform that allows the various users within LTA to select an area of interest and export to Aimsun Next for macroscopic, mesoscopic, microscopic or hybrid offline modelling, to support historical event evaluation or other transport studies.

Reason for Success

Although Aimsun Live is a standard, off-the-shelf commercial solution, it can slot into any traffic control centre with interfaces, fully customisable to LTA’s existing traffic management system e.g. connection to real-time data feeds. The rich simulation statistics mean that different indicators can be customised to suit the specific needs of different user groups, both visually and in log for record and post-event evaluation.


As a collaboration with LTA, many discussions and meetings were held throughout the trial to communicate the development process, seek engagement of inputs / features and provide training and technical support to the various users to ensure the use of the tool meets their requirements and expectations.

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